Faculty of Civil and Geodetic Engineering, Ljubljana (FGGLJ)
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Multi-Criteria decision-making approach for container-based cloud applications : the SWITCH and ENTICE workbenchesŠtefanič, Polona, 1984- ; Stankovski, VladoMany emerging smart applications rely on the Internet of Things (IoT) to provide solutions to time-critical problems. When building such applications, a software engineer must address multiple ... Non-Functional Requirements (NFRs), including requirements for fast response time, low communication latency, high throughput, high energy efficiency, low operational cost and similar. Existing modern container-based software engineering approaches promise to improve the software life cycle; however, they fail short of tools and mechanisms for NFRs management and optimisation. Our work addresses this problem with a new decision-making approach based on a Pareto Multi-Criteria optimisation. By using different instance configurations on various geo-locations, we demonstrate the suitability of our method, which narrows the search space to only optimal instances for the deployment of the containerised microservice. This solution is included in two advanced software engineering environments, the SWITCH workbench, which includes an Interactive Development Environment (IDE) and the ENTICE Virtual Machine and container images portal. The developed approach is particularly useful when building, deploying and orchestrating IoT applications across multiple computing tiers, from Edge-Cloudlet to Fog-Cloud data centres.Source: Tehnički vjesnik : znanstveno-stručni časopis tehničkih fakulteta Sveučilišta u Osijeku = Technical gazette : scientific-professional journal of technical faculties of the University of Osijek. - ISSN 1330-3651 (Letn. 27, št. 3, 2020, str. 1006-1013)Type of material - article, component partPublish date - 2020Language - englishCOBISS.SI-ID - 8858465
Author
Štefanič, Polona, 1984- |
Stankovski, Vlado
Topics
programsko inženirstvo |
oblak |
megla |
rob |
nefunkcionalne zahteve |
kakovost storitev |
software engineering |
cloud |
fog |
edge |
non-functional requirements |
quality of service |
internet of things
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Štefanič, Polona, 1984- | ![]() |
Stankovski, Vlado | 19728 |
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